SEPA 211 Web Scraper Drifting
A web scraper to pull all of the services from 211SEPA.
Form-driven workflow engine. Making city government better, one form at a time.
Government, like many organizations, have a ton of processes. For example:
- Leave request
- employee submits form, manager approves, entry is able to be looked up later
- Travel request
- like leave request, but director must also approve, and if >$500, CFO must approve
- New hire onboarding
- multiple tasks that can be completed asynchronously. perhaps when all 3 tasks are done, the 4th task is able to begin
- Document-oriented (w/signature) vs content-oriented
- Freedom of…
Putting machine learning in the hands of cancer biologists.
Jail Jawn Maintaining
Data Source: (http://www.phila.gov/prisons/page.htm)
What is Jail Jawn and Why?
This is the repository for the JailJawn.com scraper code written in Python. This started as a project to learn Python and Serverless deployment.
The following code in the repository accesses the static page provided by The City of Philadelphia Department of Prisons Census page (http://www.phila.gov/prisons/page.htm). This web page is generated internally possible by a human at infrequent times using Excel to HTML which doesn't create clean tables for scraping which requires a custom…
Leverage: Philly Campaign Finance Prototyping
The goal of Leverage is to empower citizens of Philadelphia to use campaign finance data when making informed decisions about who they donate to, who they support, and who they vote for.
The foundation of Leverage is the campaign finance data published by the City of Philadelphia. We will apply some machine learning techniques to the data to pull out trends and patterns. Finally, we add a layer of simple visualization on top of the analyzed data, allowing any citizen to consume and understand how candidates are funded.
Our Guiding Principles
- Empower citizens to make informed…
Philadelphia City Council Prototyping
Female Political Representation in PA Bootstrapping
Energy Consumption Visualization Prototyping
The goal of the energy consumption visualization tool is to enable interested stakeholders to be able to gain invaluable insight into their building energy usage and use it in making informed decisions about energy efficiency, investment in renewable energy, and overall sustainability.
This project uses the Department of Energy's Standard Energy Efficiency Data: https://energy.gov/eere/buildings/standard-energy-efficiency-data-platform
Philadelphia Municipal Building Energy Benchmarking Bootstrapping
The Philadelphia Department of Energy has data available on opendataphilly.org (link below) showing energy consumption for Philadelphia Municipal Buildings between 2011-13. They are looking to add 2014 in the near future. They have asked us to help analyze and present the data so that the information is palatable for Philadelphians interested in creating energy efficient buildings. The Department of Energy has invested money in projects to help make some of our older municipal buildings become more energy efficient. They'd like to help voters understand the impact of their tax dollars on…
Database Management System Prototyping
Travel with me as I discover the ins and outs of a catalog database
Social Hub For Programmers Commenting
I want to create a social hub for programmers to do daily challenges. The objective of this project is to create a website where users can post programming questions and users are allowed to challenge them by answer the programming question. In the end establishing a community of programming elites. Does anyone want to hop onboard?
Philly Transpo Art Prototyping
A view of the [select] modes of transport, revealed by activation, to illustrate the levels/amount/rate of movement across the city.
Bike share pods flash when the number of bikes available changes (currently 15 minute intervals) Rail stations change with frequency of service during 15 minute windows (radius changes for heavy rail, opacity changes for light rail) Bus routes traced by shooters (eventually will glow more heavily based on bus frequency) See @karaml's project pitch here.
Quasi-realtime data from the…
Code Help Desk Maintaining
This is the help desk table for questions that you may not have awnsers to, headed by patrick and karin we will try to help you with you're codeing probles
Text Alerts for Job Postings Commenting
Many people seeking employment have sparse availability to the internet. Without smartphones or consistent access to the internet, it is very difficult to respond to job postings in a timely manner. This application will ingest relevant job postings from popular websites, filter out only those that indicate they can be contacted by phone, and parse the postings into a 140-character explanation that can include the phone number, hourly wage, address, and title of that posting. People can sign up for certain job searches such as 'warehouse philadelphia', and receive text messages when a new,…
First Line Address Parser and Standardizer
Will work on any US based first line address but standardizations are tweaked specifically for Philadelphia addresses.
Does not handle City, State, ZIPCode
123R-27 north ben Franklin blv apt 2b and s pine av
O,123,127,123R,127R,N,BENJAMIN FRANKLIN,BLVD„APT 2B,S,PINE,AVE„
|oeb||O||address number/range, Odd, Even, Both|
|alow||123||address number low|
|ahigh||127||address number high|
|astrlow||123R||address number low as a…|
PATCO GTFS Maintaining
Google came up with an awesome specification for transit data: GTFS. Many transit agencies publish their schedules as GTFS for Google and other developers to use in transit applications; PATCO does not currently publish theirs as GTFS. This project takes the data from the PATCO PDF schedules, and transforms them into GTFS.
Stormfighter is a mapping project designed to optimize the Philadelphia Water Department's efforts in mitigating sewer overflow during rainstorms. The project identifies Water Department-installed stormwater mitigation technologies (such as green roofs, tree trenches, and rain barrels) overlaid on a graduated map of the city's permeable surfaces. This provides data on places where permeability is low, but stormwater mitigation technologies are not installed - in other words, places where flooding is most likely to occur.
You Need to Eat This Commenting
A civic project to assist tourists and locals to quickly navigate to quality food experiences.
Data Science for Civic Hackers Hibernating
IPython Notebooks on Data Science for Civic Hackers
Instead of an app, my plan is to create a set of IPython notebooks on how civic hackers can do data science effectively. We are currently experiencing a surge of new data and tools that can help us derive conclusions from the data. Software packages containing methods from Statistics, Machine Learning, and Artificial Intelligence have been open-sourced and available for all to use. Like all tools, however, you have to know how to use these methods effectively. There are other great IPython notebooks out there related to…
Electronic Intern Drifting
Electronic Intern will help the PhillyASAP program maintain their listing of after-school programs in Philadelphia. Instead of having interns spend all summer cold-calling these programs, Electronic Intern will send automated calls that will direct the location to either send in their details by fax, a submit form on the website or press "4" to be directed back to PhillyASAP.
Written in Python, using Twilio's voice API.
Philly Bike Coalition Survey App Maintaining
Each year, the Philadelphia Bike Coalition oversees an army of volunteers to collect bike ridership data across the city of Philadelphia. Today, the data collection and data analysis processes are all completed with the use of pen, paper, and lots of data entry.
We want to help the Bike Coalition (and any future users) spend less time with data management grunt work so that they can spend more time using the data!
Instead of using paper forms, we aim to provide a digital solution allowing survey volunteers to collect data with a mobile-ready website (or hybrid…
A bike parking locator that allows users to find Bike Parking published through Open Data Philly and allows for user input to display parking they've discovered. In addition, a map overlay of Bike Theft data would be able to be toggled to show theft by month and year.
This project has not had much activity since its inception in October 2013 but I would love to kickback the Kiqstnd, and get this going again!!!
Are you interested in working on a cool Bicycle App?
Kiqstnd needs you.
Original Idea: http://studiocns.org/enterreturn/
To see the underlying resource data, look at the networkofcare_lat_lng.csv within the /data folder.
A mobile web app by OpenPlans to support the outreach work of the PhillyRising collaborative. PhillyRising targets neighborhoods throughout Philadelphia that are plagued by chronic crime and quality of life concerns, and establishes partnerships with community members to address these issues. The PhillyRising Team coordinates the actions of City agencies to help neighbors realize their vision for their community through sustainable, responsive, and cost-effective solutions. Read more at…